Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 969 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 151.4 KiB |
| Average record size in memory | 160.0 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 14 |
| Categorical | 2 |
Acousticness is highly overall correlated with Energy | High correlation |
Danceability is highly overall correlated with Valence | High correlation |
Energy is highly overall correlated with Acousticness and 1 other fields | High correlation |
Loudness is highly overall correlated with Energy | High correlation |
Valence is highly overall correlated with Danceability | High correlation |
Time_Signature is highly imbalanced (82.8%) | Imbalance |
Key has 136 (14.0%) zeros | Zeros |
Instrumentalness has 282 (29.1%) zeros | Zeros |
Popularity has 13 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-10 20:53:28.387399 |
|---|---|
| Analysis finished | 2024-09-10 20:53:46.398121 |
| Duration | 18.01 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Track
Text
| Distinct | 954 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 66 |
|---|---|
| Median length | 47 |
| Mean length | 18.160991 |
| Min length | 2 |
Characters and Unicode
| Total characters | 17598 |
|---|---|
| Distinct characters | 78 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 939 ? |
|---|---|
| Unique (%) | 96.9% |
Sample
| 1st row | Abc |
|---|---|
| 2nd row | Let It Be |
| 3rd row | I Want You Back |
| 4th row | Cecilia |
| 5th row | Spirit In The Sky |
| Value | Count | Frequency (%) |
| the | 157 | 4.4% |
| you | 126 | 3.5% |
| love | 114 | 3.2% |
| to | 79 | 2.2% |
| me | 75 | 2.1% |
| i | 70 | 2.0% |
| in | 63 | 1.8% |
| a | 52 | 1.5% |
| my | 48 | 1.3% |
| of | 44 | 1.2% |
| Other values (1120) | 2728 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2587 | 14.7% | |
| e | 1658 | 9.4% |
| o | 1255 | 7.1% |
| n | 953 | 5.4% |
| a | 817 | 4.6% |
| i | 722 | 4.1% |
| t | 680 | 3.9% |
| r | 580 | 3.3% |
| h | 508 | 2.9% |
| l | 489 | 2.8% |
| Other values (68) | 7349 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17598 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2587 | 14.7% | |
| e | 1658 | 9.4% |
| o | 1255 | 7.1% |
| n | 953 | 5.4% |
| a | 817 | 4.6% |
| i | 722 | 4.1% |
| t | 680 | 3.9% |
| r | 580 | 3.3% |
| h | 508 | 2.9% |
| l | 489 | 2.8% |
| Other values (68) | 7349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17598 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2587 | 14.7% | |
| e | 1658 | 9.4% |
| o | 1255 | 7.1% |
| n | 953 | 5.4% |
| a | 817 | 4.6% |
| i | 722 | 4.1% |
| t | 680 | 3.9% |
| r | 580 | 3.3% |
| h | 508 | 2.9% |
| l | 489 | 2.8% |
| Other values (68) | 7349 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17598 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2587 | 14.7% | |
| e | 1658 | 9.4% |
| o | 1255 | 7.1% |
| n | 953 | 5.4% |
| a | 817 | 4.6% |
| i | 722 | 4.1% |
| t | 680 | 3.9% |
| r | 580 | 3.3% |
| h | 508 | 2.9% |
| l | 489 | 2.8% |
| Other values (68) | 7349 |
Artist
Text
| Distinct | 526 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 51 |
|---|---|
| Median length | 36 |
| Mean length | 13.581011 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13160 |
|---|---|
| Distinct characters | 67 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 347 ? |
|---|---|
| Unique (%) | 35.8% |
Sample
| 1st row | The Jackson 5 |
|---|---|
| 2nd row | The Beatles |
| 3rd row | The Jackson 5 |
| 4th row | Simon & Garfunkel |
| 5th row | Norman Greenbaum |
| Value | Count | Frequency (%) |
| the | 167 | 7.3% |
| 94 | 4.1% | |
| john | 38 | 1.7% |
| band | 33 | 1.5% |
| and | 27 | 1.2% |
| paul | 23 | 1.0% |
| elton | 16 | 0.7% |
| simon | 15 | 0.7% |
| barry | 15 | 0.7% |
| bee | 14 | 0.6% |
| Other values (784) | 1833 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1306 | 9.9% | |
| e | 1283 | 9.7% |
| a | 914 | 6.9% |
| n | 909 | 6.9% |
| r | 783 | 5.9% |
| o | 774 | 5.9% |
| i | 718 | 5.5% |
| t | 571 | 4.3% |
| l | 552 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4844 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13160 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1306 | 9.9% | |
| e | 1283 | 9.7% |
| a | 914 | 6.9% |
| n | 909 | 6.9% |
| r | 783 | 5.9% |
| o | 774 | 5.9% |
| i | 718 | 5.5% |
| t | 571 | 4.3% |
| l | 552 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4844 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13160 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1306 | 9.9% | |
| e | 1283 | 9.7% |
| a | 914 | 6.9% |
| n | 909 | 6.9% |
| r | 783 | 5.9% |
| o | 774 | 5.9% |
| i | 718 | 5.5% |
| t | 571 | 4.3% |
| l | 552 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4844 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13160 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1306 | 9.9% | |
| e | 1283 | 9.7% |
| a | 914 | 6.9% |
| n | 909 | 6.9% |
| r | 783 | 5.9% |
| o | 774 | 5.9% |
| i | 718 | 5.5% |
| t | 571 | 4.3% |
| l | 552 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4844 |
Duration
Real number (ℝ)
| Distinct | 249 |
|---|---|
| Distinct (%) | 25.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228.46852 |
| Minimum | 76 |
|---|---|
| Maximum | 1561 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 76 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 184 |
| median | 215 |
| Q3 | 251 |
| 95-th percentile | 354 |
| Maximum | 1561 |
| Range | 1485 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 83.070574 |
|---|---|
| Coefficient of variation (CV) | 0.36359746 |
| Kurtosis | 77.664266 |
| Mean | 228.46852 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 6.0449785 |
| Sum | 221386 |
| Variance | 6900.7203 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 207 | 17 | 1.8% |
| 233 | 13 | 1.3% |
| 174 | 13 | 1.3% |
| 215 | 12 | 1.2% |
| 212 | 12 | 1.2% |
| 208 | 12 | 1.2% |
| 213 | 12 | 1.2% |
| 203 | 11 | 1.1% |
| 227 | 11 | 1.1% |
| 230 | 10 | 1.0% |
| Other values (239) | 846 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 77 | 1 | |
| 80 | 1 | |
| 87 | 2 | |
| 91 | 1 | |
| 96 | 1 | |
| 99 | 1 | |
| 115 | 1 | |
| 116 | 1 | |
| 118 | 1 |
| Value | Count | Frequency (%) |
| 1561 | 1 | |
| 1008 | 1 | |
| 646 | 1 | |
| 645 | 1 | |
| 582 | 1 | |
| 539 | 1 | |
| 523 | 1 | |
| 516 | 1 | |
| 501 | 1 | |
| 491 | 1 |
Time_Signature
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| 4 | |
|---|---|
| 3 | 50 |
| 1 | 3 |
| 5 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 969 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 914 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Danceability
Real number (ℝ)
HIGH CORRELATION
| Distinct | 491 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58872673 |
| Minimum | 0.0942 |
|---|---|
| Maximum | 0.985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.0942 |
|---|---|
| 5-th percentile | 0.304 |
| Q1 | 0.488 |
| median | 0.6 |
| Q3 | 0.698 |
| 95-th percentile | 0.8246 |
| Maximum | 0.985 |
| Range | 0.8908 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.15752315 |
|---|---|
| Coefficient of variation (CV) | 0.26756583 |
| Kurtosis | -0.27548805 |
| Mean | 0.58872673 |
| Median Absolute Deviation (MAD) | 0.103 |
| Skewness | -0.33951829 |
| Sum | 570.4762 |
| Variance | 0.024813544 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.637 | 9 | 0.9% |
| 0.68 | 7 | 0.7% |
| 0.665 | 7 | 0.7% |
| 0.639 | 6 | 0.6% |
| 0.669 | 6 | 0.6% |
| 0.541 | 6 | 0.6% |
| 0.565 | 6 | 0.6% |
| 0.649 | 6 | 0.6% |
| 0.671 | 6 | 0.6% |
| 0.529 | 5 | 0.5% |
| Other values (481) | 905 |
| Value | Count | Frequency (%) |
| 0.0942 | 1 | |
| 0.149 | 2 | |
| 0.16 | 1 | |
| 0.164 | 1 | |
| 0.185 | 1 | |
| 0.195 | 1 | |
| 0.203 | 1 | |
| 0.205 | 1 | |
| 0.207 | 1 | |
| 0.212 | 1 |
| Value | Count | Frequency (%) |
| 0.985 | 1 | 0.1% |
| 0.965 | 1 | 0.1% |
| 0.946 | 1 | 0.1% |
| 0.925 | 1 | 0.1% |
| 0.919 | 1 | 0.1% |
| 0.912 | 3 | |
| 0.911 | 2 | |
| 0.908 | 1 | 0.1% |
| 0.9 | 1 | 0.1% |
| 0.889 | 1 | 0.1% |
Energy
Real number (ℝ)
HIGH CORRELATION
| Distinct | 539 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58069455 |
| Minimum | 0.00532 |
|---|---|
| Maximum | 0.995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.00532 |
|---|---|
| 5-th percentile | 0.2478 |
| Q1 | 0.428 |
| median | 0.583 |
| Q3 | 0.731 |
| 95-th percentile | 0.9056 |
| Maximum | 0.995 |
| Range | 0.98968 |
| Interquartile range (IQR) | 0.303 |
Descriptive statistics
| Standard deviation | 0.20207498 |
|---|---|
| Coefficient of variation (CV) | 0.34798842 |
| Kurtosis | -0.57449804 |
| Mean | 0.58069455 |
| Median Absolute Deviation (MAD) | 0.151 |
| Skewness | -0.14444297 |
| Sum | 562.69302 |
| Variance | 0.040834297 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.673 | 7 | 0.7% |
| 0.528 | 7 | 0.7% |
| 0.641 | 6 | 0.6% |
| 0.644 | 6 | 0.6% |
| 0.409 | 5 | 0.5% |
| 0.56 | 5 | 0.5% |
| 0.532 | 5 | 0.5% |
| 0.626 | 4 | 0.4% |
| 0.573 | 4 | 0.4% |
| 0.492 | 4 | 0.4% |
| Other values (529) | 916 |
| Value | Count | Frequency (%) |
| 0.00532 | 1 | |
| 0.0088 | 1 | |
| 0.0264 | 1 | |
| 0.0265 | 1 | |
| 0.0751 | 1 | |
| 0.0803 | 1 | |
| 0.0809 | 1 | |
| 0.0897 | 1 | |
| 0.112 | 1 | |
| 0.116 | 1 |
| Value | Count | Frequency (%) |
| 0.995 | 2 | |
| 0.989 | 1 | |
| 0.987 | 1 | |
| 0.98 | 1 | |
| 0.979 | 1 | |
| 0.974 | 1 | |
| 0.969 | 1 | |
| 0.968 | 2 | |
| 0.961 | 1 | |
| 0.957 | 1 |
Key
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2053664 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 136 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.5701547 |
|---|---|
| Coefficient of variation (CV) | 0.6858604 |
| Kurtosis | -1.2930395 |
| Mean | 5.2053664 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.015580843 |
| Sum | 5044 |
| Variance | 12.746004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 7 | 118 | |
| 9 | 115 | |
| 2 | 100 | |
| 5 | 95 | |
| 4 | 81 | |
| 1 | 73 | |
| 10 | 64 | |
| 11 | 64 | |
| 8 | 52 | 5.4% |
| Other values (2) | 71 |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 73 | |
| 2 | 100 | |
| 3 | 25 | 2.6% |
| 4 | 81 | |
| 5 | 95 | |
| 6 | 46 | 4.7% |
| 7 | 118 | |
| 8 | 52 | 5.4% |
| 9 | 115 |
| Value | Count | Frequency (%) |
| 11 | 64 | |
| 10 | 64 | |
| 9 | 115 | |
| 8 | 52 | |
| 7 | 118 | |
| 6 | 46 | 4.7% |
| 5 | 95 | |
| 4 | 81 | |
| 3 | 25 | 2.6% |
| 2 | 100 |
Loudness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 907 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.8814272 |
| Minimum | -31.646 |
|---|---|
| Maximum | -2.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 969 |
| Negative (%) | 100.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | -31.646 |
|---|---|
| 5-th percentile | -15.7326 |
| Q1 | -12.36 |
| median | -9.566 |
| Q3 | -7.111 |
| 95-th percentile | -4.6884 |
| Maximum | -2.34 |
| Range | 29.306 |
| Interquartile range (IQR) | 5.249 |
Descriptive statistics
| Standard deviation | 3.7234125 |
|---|---|
| Coefficient of variation (CV) | -0.37680918 |
| Kurtosis | 2.6759072 |
| Mean | -9.8814272 |
| Median Absolute Deviation (MAD) | 2.588 |
| Skewness | -0.94540047 |
| Sum | -9575.103 |
| Variance | 13.863801 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -12.472 | 3 | 0.3% |
| -10.834 | 2 | 0.2% |
| -13.119 | 2 | 0.2% |
| -4.653 | 2 | 0.2% |
| -9.138 | 2 | 0.2% |
| -7.246 | 2 | 0.2% |
| -12.923 | 2 | 0.2% |
| -10.518 | 2 | 0.2% |
| -8.752 | 2 | 0.2% |
| -8.555 | 2 | 0.2% |
| Other values (897) | 948 |
| Value | Count | Frequency (%) |
| -31.646 | 1 | |
| -30 | 1 | |
| -27.103 | 1 | |
| -27.09 | 1 | |
| -26.128 | 1 | |
| -23.56 | 1 | |
| -21.657 | 1 | |
| -21.644 | 1 | |
| -20.518 | 1 | |
| -20.439 | 1 |
| Value | Count | Frequency (%) |
| -2.34 | 1 | |
| -2.515 | 1 | |
| -2.588 | 1 | |
| -2.621 | 1 | |
| -2.785 | 1 | |
| -3.081 | 1 | |
| -3.144 | 1 | |
| -3.222 | 1 | |
| -3.226 | 1 | |
| -3.471 | 1 |
Mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 969 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 969 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 234 | 24.1% |
Speechiness
Real number (ℝ)
| Distinct | 453 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06008937 |
| Minimum | 0.0232 |
|---|---|
| Maximum | 0.737 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.0232 |
|---|---|
| 5-th percentile | 0.02674 |
| Q1 | 0.0313 |
| median | 0.0383 |
| Q3 | 0.0568 |
| 95-th percentile | 0.1806 |
| Maximum | 0.737 |
| Range | 0.7138 |
| Interquartile range (IQR) | 0.0255 |
Descriptive statistics
| Standard deviation | 0.065842021 |
|---|---|
| Coefficient of variation (CV) | 1.0957349 |
| Kurtosis | 25.310909 |
| Mean | 0.06008937 |
| Median Absolute Deviation (MAD) | 0.0095 |
| Skewness | 4.3845087 |
| Sum | 58.2266 |
| Variance | 0.0043351717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0336 | 9 | 0.9% |
| 0.0346 | 9 | 0.9% |
| 0.0302 | 8 | 0.8% |
| 0.0287 | 8 | 0.8% |
| 0.0283 | 8 | 0.8% |
| 0.0341 | 8 | 0.8% |
| 0.0369 | 7 | 0.7% |
| 0.0282 | 7 | 0.7% |
| 0.0325 | 7 | 0.7% |
| 0.0298 | 7 | 0.7% |
| Other values (443) | 891 |
| Value | Count | Frequency (%) |
| 0.0232 | 1 | 0.1% |
| 0.0239 | 1 | 0.1% |
| 0.024 | 2 | |
| 0.0241 | 1 | 0.1% |
| 0.0243 | 2 | |
| 0.0245 | 1 | 0.1% |
| 0.0246 | 2 | |
| 0.0247 | 1 | 0.1% |
| 0.0248 | 4 | |
| 0.0249 | 3 |
| Value | Count | Frequency (%) |
| 0.737 | 1 | |
| 0.576 | 1 | |
| 0.467 | 1 | |
| 0.457 | 1 | |
| 0.452 | 1 | |
| 0.448 | 1 | |
| 0.405 | 2 | |
| 0.368 | 1 | |
| 0.364 | 1 | |
| 0.361 | 1 |
Acousticness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 712 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33370655 |
| Minimum | 2.23 × 10-5 |
|---|---|
| Maximum | 0.996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 2.23 × 10-5 |
|---|---|
| 5-th percentile | 0.006 |
| Q1 | 0.0801 |
| median | 0.272 |
| Q3 | 0.544 |
| 95-th percentile | 0.8594 |
| Maximum | 0.996 |
| Range | 0.9959777 |
| Interquartile range (IQR) | 0.4639 |
Descriptive statistics
| Standard deviation | 0.27987703 |
|---|---|
| Coefficient of variation (CV) | 0.83869205 |
| Kurtosis | -0.84135273 |
| Mean | 0.33370655 |
| Median Absolute Deviation (MAD) | 0.2153 |
| Skewness | 0.59184928 |
| Sum | 323.36165 |
| Variance | 0.078331154 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.357 | 8 | 0.8% |
| 0.309 | 5 | 0.5% |
| 0.305 | 5 | 0.5% |
| 0.484 | 5 | 0.5% |
| 0.181 | 5 | 0.5% |
| 0.0185 | 4 | 0.4% |
| 0.22 | 4 | 0.4% |
| 0.524 | 4 | 0.4% |
| 0.122 | 4 | 0.4% |
| 0.81 | 4 | 0.4% |
| Other values (702) | 921 |
| Value | Count | Frequency (%) |
| 2.23 × 10-5 | 1 | |
| 0.000109 | 1 | |
| 0.000133 | 1 | |
| 0.000215 | 1 | |
| 0.000261 | 1 | |
| 0.00028 | 1 | |
| 0.000288 | 1 | |
| 0.000385 | 1 | |
| 0.000598 | 1 | |
| 0.000668 | 2 |
| Value | Count | Frequency (%) |
| 0.996 | 1 | |
| 0.994 | 1 | |
| 0.992 | 1 | |
| 0.983 | 1 | |
| 0.973 | 1 | |
| 0.971 | 1 | |
| 0.965 | 1 | |
| 0.959 | 1 | |
| 0.953 | 1 | |
| 0.95 | 1 |
Instrumentalness
Real number (ℝ)
ZEROS
| Distinct | 609 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.046836978 |
| Minimum | 0 |
|---|---|
| Maximum | 0.97 |
| Zeros | 282 |
| Zeros (%) | 29.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.07 × 10-5 |
| Q3 | 0.00275 |
| 95-th percentile | 0.3212 |
| Maximum | 0.97 |
| Range | 0.97 |
| Interquartile range (IQR) | 0.00275 |
Descriptive statistics
| Standard deviation | 0.16308138 |
|---|---|
| Coefficient of variation (CV) | 3.4818938 |
| Kurtosis | 17.744921 |
| Mean | 0.046836978 |
| Median Absolute Deviation (MAD) | 5.07 × 10-5 |
| Skewness | 4.242706 |
| Sum | 45.385031 |
| Variance | 0.026595537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 0.000122 | 4 | 0.4% |
| 1.81 × 10-6 | 4 | 0.4% |
| 0.00141 | 3 | 0.3% |
| 0.00031 | 3 | 0.3% |
| 0.000171 | 3 | 0.3% |
| 0.00014 | 3 | 0.3% |
| 1.1 × 10-6 | 2 | 0.2% |
| 0.00192 | 2 | 0.2% |
| 1.68 × 10-6 | 2 | 0.2% |
| Other values (599) | 661 |
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 × 10-6 | 1 | 0.1% |
| 1.08 × 10-6 | 1 | 0.1% |
| 1.09 × 10-6 | 1 | 0.1% |
| 1.1 × 10-6 | 2 | 0.2% |
| 1.2 × 10-6 | 1 | 0.1% |
| 1.22 × 10-6 | 1 | 0.1% |
| 1.23 × 10-6 | 1 | 0.1% |
| 1.28 × 10-6 | 1 | 0.1% |
| 1.31 × 10-6 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0.97 | 1 | |
| 0.968 | 1 | |
| 0.963 | 1 | |
| 0.959 | 2 | |
| 0.944 | 1 | |
| 0.94 | 2 | |
| 0.92 | 1 | |
| 0.916 | 1 | |
| 0.912 | 1 | |
| 0.909 | 1 |
Liveness
Real number (ℝ)
| Distinct | 527 |
|---|---|
| Distinct (%) | 54.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17538091 |
| Minimum | 0.015 |
|---|---|
| Maximum | 0.985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.015 |
|---|---|
| 5-th percentile | 0.0481 |
| Q1 | 0.0863 |
| median | 0.119 |
| Q3 | 0.197 |
| 95-th percentile | 0.541 |
| Maximum | 0.985 |
| Range | 0.97 |
| Interquartile range (IQR) | 0.1107 |
Descriptive statistics
| Standard deviation | 0.15421854 |
|---|---|
| Coefficient of variation (CV) | 0.87933482 |
| Kurtosis | 6.3748166 |
| Mean | 0.17538091 |
| Median Absolute Deviation (MAD) | 0.0433 |
| Skewness | 2.3733015 |
| Sum | 169.9441 |
| Variance | 0.023783358 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.105 | 12 | 1.2% |
| 0.108 | 11 | 1.1% |
| 0.103 | 10 | 1.0% |
| 0.113 | 10 | 1.0% |
| 0.122 | 9 | 0.9% |
| 0.115 | 9 | 0.9% |
| 0.12 | 9 | 0.9% |
| 0.114 | 9 | 0.9% |
| 0.109 | 8 | 0.8% |
| 0.104 | 8 | 0.8% |
| Other values (517) | 874 |
| Value | Count | Frequency (%) |
| 0.015 | 1 | |
| 0.0166 | 1 | |
| 0.0188 | 1 | |
| 0.0199 | 1 | |
| 0.0295 | 2 | |
| 0.0309 | 1 | |
| 0.0318 | 1 | |
| 0.032 | 1 | |
| 0.0339 | 1 | |
| 0.034 | 1 |
| Value | Count | Frequency (%) |
| 0.985 | 1 | |
| 0.974 | 1 | |
| 0.962 | 1 | |
| 0.957 | 1 | |
| 0.935 | 1 | |
| 0.9 | 1 | |
| 0.892 | 1 | |
| 0.805 | 1 | |
| 0.792 | 1 | |
| 0.779 | 1 |
Valence
Real number (ℝ)
HIGH CORRELATION
| Distinct | 568 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62251312 |
| Minimum | 1 × 10-5 |
|---|---|
| Maximum | 0.989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 1 × 10-5 |
|---|---|
| 5-th percentile | 0.1762 |
| Q1 | 0.423 |
| median | 0.652 |
| Q3 | 0.846 |
| 95-th percentile | 0.962 |
| Maximum | 0.989 |
| Range | 0.98899 |
| Interquartile range (IQR) | 0.423 |
Descriptive statistics
| Standard deviation | 0.25223747 |
|---|---|
| Coefficient of variation (CV) | 0.40519222 |
| Kurtosis | -0.9403716 |
| Mean | 0.62251312 |
| Median Absolute Deviation (MAD) | 0.206 |
| Skewness | -0.40159539 |
| Sum | 603.21521 |
| Variance | 0.063623741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.962 | 9 | 0.9% |
| 0.963 | 8 | 0.8% |
| 0.969 | 6 | 0.6% |
| 0.971 | 6 | 0.6% |
| 0.961 | 5 | 0.5% |
| 0.826 | 5 | 0.5% |
| 0.718 | 5 | 0.5% |
| 0.967 | 5 | 0.5% |
| 0.926 | 5 | 0.5% |
| 0.89 | 4 | 0.4% |
| Other values (558) | 911 |
| Value | Count | Frequency (%) |
| 1 × 10-5 | 1 | |
| 0.0346 | 1 | |
| 0.0348 | 1 | |
| 0.0385 | 1 | |
| 0.0393 | 1 | |
| 0.0397 | 1 | |
| 0.0558 | 1 | |
| 0.0579 | 1 | |
| 0.0589 | 1 | |
| 0.0685 | 2 |
| Value | Count | Frequency (%) |
| 0.989 | 1 | 0.1% |
| 0.985 | 1 | 0.1% |
| 0.981 | 1 | 0.1% |
| 0.979 | 1 | 0.1% |
| 0.978 | 1 | 0.1% |
| 0.973 | 1 | 0.1% |
| 0.972 | 1 | 0.1% |
| 0.971 | 6 | |
| 0.97 | 2 | 0.2% |
| 0.969 | 6 |
Tempo
Real number (ℝ)
| Distinct | 944 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.87407 |
| Minimum | 53.986 |
|---|---|
| Maximum | 211.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 53.986 |
|---|---|
| 5-th percentile | 79.1642 |
| Q1 | 99.975 |
| median | 117.401 |
| Q3 | 134.004 |
| 95-th percentile | 170.9286 |
| Maximum | 211.27 |
| Range | 157.284 |
| Interquartile range (IQR) | 34.029 |
Descriptive statistics
| Standard deviation | 27.03621 |
|---|---|
| Coefficient of variation (CV) | 0.22743573 |
| Kurtosis | 0.39551209 |
| Mean | 118.87407 |
| Median Absolute Deviation (MAD) | 17.074 |
| Skewness | 0.5854845 |
| Sum | 115188.97 |
| Variance | 730.95668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102.977 | 3 | 0.3% |
| 148.063 | 2 | 0.2% |
| 120.157 | 2 | 0.2% |
| 166.139 | 2 | 0.2% |
| 79.764 | 2 | 0.2% |
| 95.048 | 2 | 0.2% |
| 132.642 | 2 | 0.2% |
| 130.166 | 2 | 0.2% |
| 85.126 | 2 | 0.2% |
| 103.01 | 2 | 0.2% |
| Other values (934) | 948 |
| Value | Count | Frequency (%) |
| 53.986 | 1 | |
| 61.53 | 1 | |
| 62.204 | 1 | |
| 63.059 | 1 | |
| 65.09 | 1 | |
| 65.832 | 1 | |
| 65.861 | 1 | |
| 67.006 | 1 | |
| 68.482 | 1 | |
| 68.69 | 1 |
| Value | Count | Frequency (%) |
| 211.27 | 1 | |
| 207.266 | 1 | |
| 205.845 | 1 | |
| 205.747 | 1 | |
| 203.812 | 1 | |
| 202.297 | 1 | |
| 202.14 | 1 | |
| 201.467 | 1 | |
| 200.813 | 1 | |
| 200.423 | 1 |
Popularity
Real number (ℝ)
ZEROS
| Distinct | 87 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.623323 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 13 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 44 |
| median | 56 |
| Q3 | 67 |
| 95-th percentile | 78 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 17.989193 |
|---|---|
| Coefficient of variation (CV) | 0.3354733 |
| Kurtosis | 0.60997678 |
| Mean | 53.623323 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.81688113 |
| Sum | 51961 |
| Variance | 323.61107 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63 | 31 | 3.2% |
| 64 | 31 | 3.2% |
| 55 | 30 | 3.1% |
| 49 | 26 | 2.7% |
| 74 | 26 | 2.7% |
| 51 | 25 | 2.6% |
| 71 | 25 | 2.6% |
| 47 | 25 | 2.6% |
| 67 | 25 | 2.6% |
| 62 | 24 | 2.5% |
| Other values (77) | 701 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| 3 | 1 | 0.1% |
| 4 | 3 | 0.3% |
| 5 | 2 | 0.2% |
| 6 | 2 | 0.2% |
| 7 | 4 | 0.4% |
| 8 | 1 | 0.1% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 2 | 0.2% |
| 89 | 1 | 0.1% |
| 86 | 3 | 0.3% |
| 85 | 3 | 0.3% |
| 84 | 5 | |
| 83 | 6 | |
| 82 | 4 | 0.4% |
| 81 | 9 | |
| 80 | 10 | |
| 79 | 4 | 0.4% |
Year
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1974.5707 |
| Minimum | 1970 |
|---|---|
| Maximum | 1979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1970 |
| Q1 | 1972 |
| median | 1975 |
| Q3 | 1977 |
| 95-th percentile | 1979 |
| Maximum | 1979 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8450711 |
|---|---|
| Coefficient of variation (CV) | 0.0014408555 |
| Kurtosis | -1.2061454 |
| Mean | 1974.5707 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.020943093 |
| Sum | 1913359 |
| Variance | 8.0944294 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1973 | 100 | |
| 1974 | 99 | |
| 1978 | 99 | |
| 1976 | 99 | |
| 1977 | 99 | |
| 1979 | 98 | |
| 1975 | 97 | |
| 1972 | 97 | |
| 1971 | 93 | |
| 1970 | 88 |
| Value | Count | Frequency (%) |
| 1970 | 88 | |
| 1971 | 93 | |
| 1972 | 97 | |
| 1973 | 100 | |
| 1974 | 99 | |
| 1975 | 97 | |
| 1976 | 99 | |
| 1977 | 99 | |
| 1978 | 99 | |
| 1979 | 98 |
| Value | Count | Frequency (%) |
| 1979 | 98 | |
| 1978 | 99 | |
| 1977 | 99 | |
| 1976 | 99 | |
| 1975 | 97 | |
| 1974 | 99 | |
| 1973 | 100 | |
| 1972 | 97 | |
| 1971 | 93 | |
| 1970 | 88 |
Track length
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.160991 |
| Minimum | 2 |
|---|---|
| Maximum | 66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 36 |
| Maximum | 66 |
| Range | 64 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.4034285 |
|---|---|
| Coefficient of variation (CV) | 0.51778169 |
| Kurtosis | 2.5290544 |
| Mean | 18.160991 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.2748447 |
| Sum | 17598 |
| Variance | 88.424468 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 58 | 6.0% |
| 13 | 58 | 6.0% |
| 12 | 55 | 5.7% |
| 15 | 54 | 5.6% |
| 19 | 43 | 4.4% |
| 11 | 43 | 4.4% |
| 18 | 42 | 4.3% |
| 16 | 42 | 4.3% |
| 14 | 41 | 4.2% |
| 17 | 38 | 3.9% |
| Other values (46) | 495 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 7 | 0.7% |
| 4 | 15 | 1.5% |
| 5 | 10 | 1.0% |
| 6 | 11 | 1.1% |
| 7 | 30 | |
| 8 | 34 | |
| 9 | 32 | |
| 10 | 58 | |
| 11 | 43 |
| Value | Count | Frequency (%) |
| 66 | 1 | 0.1% |
| 62 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 56 | 3 | |
| 55 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 48 | 1 | 0.1% |
| Distinct | 952 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 58 |
|---|---|
| Median length | 41 |
| Mean length | 15.373581 |
| Min length | 0 |
Characters and Unicode
| Total characters | 14897 |
|---|---|
| Distinct characters | 77 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 936 ? |
|---|---|
| Unique (%) | 96.6% |
Sample
| 1st row | Abc |
|---|---|
| 2nd row | Let |
| 3rd row | Want You Back |
| 4th row | Cecilia |
| 5th row | Spirit Sky |
| Value | Count | Frequency (%) |
| you | 126 | 4.9% |
| love | 114 | 4.4% |
| 38 | 1.5% | |
| get | 26 | 1.0% |
| just | 18 | 0.7% |
| like | 18 | 0.7% |
| up | 18 | 0.7% |
| night | 17 | 0.7% |
| woman | 17 | 0.7% |
| way | 17 | 0.7% |
| Other values (1078) | 2161 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2587 | ||
| e | 1348 | 9.0% |
| o | 1061 | 7.1% |
| a | 780 | 5.2% |
| n | 750 | 5.0% |
| i | 683 | 4.6% |
| t | 544 | 3.7% |
| r | 521 | 3.5% |
| l | 459 | 3.1% |
| s | 365 | 2.5% |
| Other values (67) | 5799 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14897 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2587 | ||
| e | 1348 | 9.0% |
| o | 1061 | 7.1% |
| a | 780 | 5.2% |
| n | 750 | 5.0% |
| i | 683 | 4.6% |
| t | 544 | 3.7% |
| r | 521 | 3.5% |
| l | 459 | 3.1% |
| s | 365 | 2.5% |
| Other values (67) | 5799 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14897 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2587 | ||
| e | 1348 | 9.0% |
| o | 1061 | 7.1% |
| a | 780 | 5.2% |
| n | 750 | 5.0% |
| i | 683 | 4.6% |
| t | 544 | 3.7% |
| r | 521 | 3.5% |
| l | 459 | 3.1% |
| s | 365 | 2.5% |
| Other values (67) | 5799 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14897 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2587 | ||
| e | 1348 | 9.0% |
| o | 1061 | 7.1% |
| a | 780 | 5.2% |
| n | 750 | 5.0% |
| i | 683 | 4.6% |
| t | 544 | 3.7% |
| r | 521 | 3.5% |
| l | 459 | 3.1% |
| s | 365 | 2.5% |
| Other values (67) | 5799 |
| Acousticness | Danceability | Duration | Energy | Instrumentalness | Key | Liveness | Loudness | Mode | Popularity | Speechiness | Tempo | Time_Signature | Track length | Valence | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acousticness | 1.000 | -0.250 | -0.166 | -0.563 | -0.033 | 0.038 | 0.057 | -0.370 | 0.138 | -0.120 | -0.188 | -0.106 | 0.185 | 0.143 | -0.211 | -0.115 |
| Danceability | -0.250 | 1.000 | -0.016 | 0.209 | -0.017 | 0.008 | -0.224 | 0.075 | 0.088 | 0.096 | 0.232 | -0.111 | 0.142 | -0.114 | 0.530 | 0.122 |
| Duration | -0.166 | -0.016 | 1.000 | 0.022 | 0.182 | 0.052 | -0.047 | -0.050 | 0.099 | 0.123 | -0.042 | -0.028 | 0.000 | -0.022 | -0.065 | 0.161 |
| Energy | -0.563 | 0.209 | 0.022 | 1.000 | -0.000 | -0.049 | 0.058 | 0.655 | 0.063 | 0.080 | 0.329 | 0.148 | 0.171 | -0.091 | 0.396 | 0.008 |
| Instrumentalness | -0.033 | -0.017 | 0.182 | -0.000 | 1.000 | 0.029 | -0.080 | -0.180 | 0.112 | 0.003 | -0.080 | -0.054 | 0.117 | -0.013 | -0.009 | -0.009 |
| Key | 0.038 | 0.008 | 0.052 | -0.049 | 0.029 | 1.000 | 0.069 | -0.074 | 0.207 | -0.042 | -0.001 | -0.018 | 0.000 | 0.046 | -0.018 | -0.040 |
| Liveness | 0.057 | -0.224 | -0.047 | 0.058 | -0.080 | 0.069 | 1.000 | 0.079 | 0.022 | -0.027 | 0.025 | -0.020 | 0.018 | 0.029 | -0.140 | -0.008 |
| Loudness | -0.370 | 0.075 | -0.050 | 0.655 | -0.180 | -0.074 | 0.079 | 1.000 | 0.014 | 0.162 | 0.154 | 0.068 | 0.413 | -0.148 | 0.034 | 0.035 |
| Mode | 0.138 | 0.088 | 0.099 | 0.063 | 0.112 | 0.207 | 0.022 | 0.014 | 1.000 | 0.082 | 0.041 | 0.000 | 0.051 | 0.000 | 0.000 | 0.061 |
| Popularity | -0.120 | 0.096 | 0.123 | 0.080 | 0.003 | -0.042 | -0.027 | 0.162 | 0.082 | 1.000 | 0.023 | 0.022 | 0.053 | -0.403 | -0.030 | 0.136 |
| Speechiness | -0.188 | 0.232 | -0.042 | 0.329 | -0.080 | -0.001 | 0.025 | 0.154 | 0.041 | 0.023 | 1.000 | 0.127 | 0.000 | -0.145 | 0.092 | -0.055 |
| Tempo | -0.106 | -0.111 | -0.028 | 0.148 | -0.054 | -0.018 | -0.020 | 0.068 | 0.000 | 0.022 | 0.127 | 1.000 | 0.126 | -0.052 | 0.067 | 0.034 |
| Time_Signature | 0.185 | 0.142 | 0.000 | 0.171 | 0.117 | 0.000 | 0.018 | 0.413 | 0.051 | 0.053 | 0.000 | 0.126 | 1.000 | 0.000 | 0.166 | 0.035 |
| Track length | 0.143 | -0.114 | -0.022 | -0.091 | -0.013 | 0.046 | 0.029 | -0.148 | 0.000 | -0.403 | -0.145 | -0.052 | 0.000 | 1.000 | 0.042 | -0.064 |
| Valence | -0.211 | 0.530 | -0.065 | 0.396 | -0.009 | -0.018 | -0.140 | 0.034 | 0.000 | -0.030 | 0.092 | 0.067 | 0.166 | 0.042 | 1.000 | -0.034 |
| Year | -0.115 | 0.122 | 0.161 | 0.008 | -0.009 | -0.040 | -0.008 | 0.035 | 0.061 | 0.136 | -0.055 | 0.034 | 0.035 | -0.064 | -0.034 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Track | Artist | Duration | Time_Signature | Danceability | Energy | Key | Loudness | Mode | Speechiness | Acousticness | Instrumentalness | Liveness | Valence | Tempo | Popularity | Year | Track length | Track Transformed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Abc | The Jackson 5 | 162 | 4 | 0.682 | 0.926 | 3 | -2.515 | 0 | 0.0607 | 0.040400 | 0.000000 | 0.1900 | 0.860 | 105.969 | 81 | 1970 | 3 | Abc |
| 1 | Let It Be | The Beatles | 243 | 4 | 0.443 | 0.403 | 0 | -8.339 | 1 | 0.0322 | 0.631000 | 0.000000 | 0.1110 | 0.410 | 143.462 | 78 | 1970 | 9 | Let |
| 2 | I Want You Back | The Jackson 5 | 176 | 4 | 0.469 | 0.538 | 8 | -13.559 | 1 | 0.0575 | 0.305000 | 0.000114 | 0.3700 | 0.885 | 196.606 | 78 | 1970 | 15 | Want You Back |
| 3 | Cecilia | Simon & Garfunkel | 174 | 4 | 0.755 | 0.876 | 0 | -8.867 | 1 | 0.0362 | 0.357000 | 0.000005 | 0.2200 | 0.954 | 102.762 | 76 | 1970 | 7 | Cecilia |
| 4 | Spirit In The Sky | Norman Greenbaum | 242 | 4 | 0.609 | 0.617 | 9 | -7.091 | 1 | 0.0307 | 0.099400 | 0.004040 | 0.1180 | 0.543 | 128.903 | 75 | 1970 | 17 | Spirit Sky |
| 5 | Love Grows (WHERE My Rosemary Goes) | Edison Lighthouse | 174 | 4 | 0.568 | 0.824 | 9 | -4.613 | 1 | 0.0299 | 0.403000 | 0.000000 | 0.0855 | 0.753 | 108.625 | 73 | 1970 | 35 | Love Grows (WHERE Rosemary Goes) |
| 6 | The Letter | Joe Cocker | 91 | 4 | 0.721 | 0.496 | 8 | -6.296 | 1 | 0.0645 | 0.140000 | 0.000101 | 0.1020 | 0.180 | 81.499 | 72 | 1970 | 10 | Letter |
| 7 | The House Of The Rising Sun | Frijid Pink | 271 | 3 | 0.295 | 0.584 | 9 | -6.696 | 0 | 0.0345 | 0.000385 | 0.218000 | 0.0996 | 0.228 | 117.200 | 71 | 1970 | 27 | House Rising Sun |
| 8 | Fire And Rain | James Taylor | 203 | 4 | 0.597 | 0.271 | 5 | -17.293 | 1 | 0.0394 | 0.766000 | 0.011900 | 0.0933 | 0.338 | 76.271 | 71 | 1970 | 13 | Fire Rain |
| 9 | In The Summertime | Mungo Jerry | 211 | 4 | 0.754 | 0.449 | 4 | -14.013 | 1 | 0.0615 | 0.724000 | 0.000000 | 0.1620 | 0.973 | 82.751 | 71 | 1970 | 17 | Summertime |
| Track | Artist | Duration | Time_Signature | Danceability | Energy | Key | Loudness | Mode | Speechiness | Acousticness | Instrumentalness | Liveness | Valence | Tempo | Popularity | Year | Track length | Track Transformed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 969 | A Little More Love | Olivia Newton-John | 207 | 4 | 0.717 | 0.414 | 8 | -14.855 | 1 | 0.0364 | 0.02900 | 0.009440 | 0.0865 | 0.494 | 100.178 | 39 | 1979 | 18 | Little More Love |
| 970 | In The Navy | Village People | 225 | 4 | 0.759 | 0.889 | 7 | -10.592 | 0 | 0.0502 | 0.12500 | 0.000000 | 0.0410 | 0.886 | 126.201 | 38 | 1979 | 11 | Navy |
| 971 | Mama Can’t Buy You Love | Elton John | 244 | 4 | 0.529 | 0.432 | 5 | -14.245 | 1 | 0.0333 | 0.52400 | 0.000000 | 0.1150 | 0.555 | 94.382 | 36 | 1979 | 23 | Mama Can’t Buy You Love |
| 972 | Goodnight Tonight | Paul McCartney & Wings | 260 | 4 | 0.748 | 0.683 | 1 | -9.885 | 0 | 0.0466 | 0.05660 | 0.000639 | 0.0809 | 0.943 | 123.385 | 35 | 1979 | 17 | Goodnight Tonight |
| 973 | We’ve Got Tonight | Bob Seger & The Silver Bullet Band | 215 | 4 | 0.379 | 0.387 | 8 | -9.283 | 1 | 0.0278 | 0.75700 | 0.000000 | 0.1030 | 0.222 | 61.530 | 26 | 1979 | 17 | Got Tonight |
| 975 | He’s The Greatest Dancer | Sister Sledge | 375 | 4 | 0.700 | 0.815 | 7 | -9.711 | 0 | 0.0440 | 0.00115 | 0.001240 | 0.0901 | 0.837 | 113.245 | 14 | 1979 | 24 | Greatest Dancer |
| 976 | Don’t Cry Out Loud | Melissa Manchester | 135 | 4 | 0.298 | 0.252 | 0 | -8.950 | 1 | 0.0339 | 0.90100 | 0.000009 | 0.1270 | 0.193 | 90.955 | 9 | 1979 | 18 | Cry Out Loud |
| 977 | When You’re In Love With A Beautiful Woman | Dr. Hook | 174 | 4 | 0.665 | 0.663 | 8 | -11.367 | 1 | 0.0386 | 0.48500 | 0.006820 | 0.1570 | 0.792 | 110.656 | 7 | 1979 | 42 | Love Beautiful Woman |
| 978 | I’ll Never Love This Way Again | Dionne Warwick | 178 | 4 | 0.452 | 0.434 | 8 | -8.870 | 1 | 0.0399 | 0.79200 | 0.013900 | 0.1650 | 0.247 | 137.702 | 5 | 1979 | 30 | Never Love Way Again |
| 979 | Dim All The Nights | Donna Summer | 248 | 4 | 0.758 | 0.540 | 7 | -10.911 | 1 | 0.0385 | 0.05510 | 0.000000 | 0.0343 | 0.661 | 121.581 | 0 | 1979 | 18 | Dim All Nights |